(post hackathon readme update)
CourseIntelligence aggregates student course discussions from Reddit, merges them with official university course catalogs, and uses AI to provide clear, actionable insights for students selecting courses.
- Scraped ~250,000 words of Reddit course-related discussions across multiple subreddits
- Processed data into bronze / silver / gold tiers to separate raw, cleaned, and curated information
- Optimized LLM queries on gold-tier data for reliability and insight extraction
- Built with Python, Databricks dashboards, Reddit API, JSON pipelines
| Link Type | URL |
|---|---|
| Project Live Page (Devpost) | CourseIntelligence on Devpost |
| GitHub Repository | Github link |
| Proof of Win (Slack screenshot) |
|
- Python – scraping, data processing, frontend
- Databricks – data aggregation, LLM serving
- Reddit API (PRAW)
- JSON / SQL data pipelines
- Built an end-to-end data pipeline under time constraints
- Managed noisy/unstructured data, rate limits, and model performance
- Delivered a working backend + dashboard demo that got 1st place
Sep. 12-14, 2025 — Hack the North